{"id":"W1995224949","doi":"10.1002/pen.21807","title":"Clays for polymeric nanocomposites","year":2011,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Nanocomposite; Impurity; Materials science; Composition (language); Chemical engineering; Chemical composition; Contamination; Chemistry; Nanotechnology; Organic chemistry; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002853232,0.0001551071,0.0001550226,0.0001462782,0.0002836451,0.0001140358,0.0003648144,0.00003297829,0.00006897604],"category_scores_gemma":[0.00002255318,0.0001259757,0.00004067556,0.0002741064,0.0003034207,0.0003555134,0.0001033744,0.00004677581,0.0000198845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001342016,"about_ca_system_score_gemma":0.00004528165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000167164,"about_ca_topic_score_gemma":8.851455e-7,"domain_scores_codex":[0.9988014,0.000007085179,0.0001749274,0.0003512894,0.0001721269,0.0004931903],"domain_scores_gemma":[0.9994963,0.0000440794,0.0000407104,0.0002057839,0.00003448842,0.0001786804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001436725,0.00001531382,0.0002975461,0.00001821008,0.000002262885,8.010399e-7,0.0006882965,0.00001016074,0.994022,0.002454067,0.0000123802,0.00246456],"study_design_scores_gemma":[0.0001420932,0.0001017316,0.001347508,0.00002006718,0.0000104637,0.00002508242,0.00002435277,0.004680667,0.9930444,0.00002779583,0.0003688537,0.0002069255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869549,0.006214515,0.004773512,0.00005761404,0.0005249231,0.0001495085,0.00001268895,0.0001761128,0.001136199],"genre_scores_gemma":[0.9940141,0.00002605887,0.005481588,0.00009139541,0.00005983448,0.00004019254,6.12575e-7,0.00001582526,0.0002703536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007059212,"threshold_uncertainty_score":0.5137141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949906645062756,"score_gpt":0.2084801505747021,"score_spread":0.1889810841240745,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}